Statistical Methods

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8Statistical MethodsRaghu Nandan Sengupta and Debasis Basic Concepts of Data Analysis . . . ................................... Probability ........................................ ............. Space and Events . . . ................................... , Interpretations, and Properties of Probability . . . . . .............. -Field, Random Variables, and SomeImportantResults ....................................... Estimation ........................................ ............. . . . . . ........................................ .. of Estimation . . . . . ................................... MethodofMomentEstimators .................................. Estimators . . ........................................ .. Linear and Nonlinear Regression Analysis . . . . ............................ Regression Analysis . . ................................... Bayesian Inference.

Component Analysis (PCA), Factor Analysis, Analysis of Variance (ANOVA), Multivariate Analy-sis of Variance (MANOVA), Conjoint Analysis, Canonical Correlation, Cluster Analysis, Multiple Discriminant Analysis, Multidimensional Scaling, Structural Equation Modeling, etc. Finally, the

  Discriminant, Analy